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Portable Interactive Pulse Tactile Recorder and Player System

Pulse palpation is an effective method for diagnosing arterial diseases. However, most pulse measurement devices use preconfigured pressures to collect pulse signals, and most pulse tactile simulators can only display standard or predefined pulse waveforms. Here, a portable interactive human pulse m...

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Detalles Bibliográficos
Autores principales: Hsieh, Tzu-Chieh, Wu, Chien-Min, Tsai, Cheng-Chung, Lo, Wen-Chien, Wang, Yu-Min, Smith, Shana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271523/
https://www.ncbi.nlm.nih.gov/pubmed/34201954
http://dx.doi.org/10.3390/s21134339
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author Hsieh, Tzu-Chieh
Wu, Chien-Min
Tsai, Cheng-Chung
Lo, Wen-Chien
Wang, Yu-Min
Smith, Shana
author_facet Hsieh, Tzu-Chieh
Wu, Chien-Min
Tsai, Cheng-Chung
Lo, Wen-Chien
Wang, Yu-Min
Smith, Shana
author_sort Hsieh, Tzu-Chieh
collection PubMed
description Pulse palpation is an effective method for diagnosing arterial diseases. However, most pulse measurement devices use preconfigured pressures to collect pulse signals, and most pulse tactile simulators can only display standard or predefined pulse waveforms. Here, a portable interactive human pulse measurement and reproduction system was developed that allows users to take arbitrary pulses and experience realistic simulated pulse tactile feedback in real time by using their natural pulse-taking behaviors. The system includes a pulse tactile recorder and a pulse tactile player. Pulse palpation forces and vibrations can be recorded and realistically replayed for later tactile exploration and examination. To retain subtle but vital pulse information, empirical mode decomposition was used to decompose pulse waveforms into several intrinsic mode functions. Artificial neural networks were then trained based on intrinsic mode functions to determine the relationship between the driving signals of the pulse tactile player and the resulting vibration waveforms. Experimental results indicate that the average normalized root mean square error and the average R-squared values between the reproduced and original pulses were 0.0654 and 0.958 respectively, which indicate that the system can reproduce high-fidelity pulse tactile vibrations.
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spelling pubmed-82715232021-07-11 Portable Interactive Pulse Tactile Recorder and Player System Hsieh, Tzu-Chieh Wu, Chien-Min Tsai, Cheng-Chung Lo, Wen-Chien Wang, Yu-Min Smith, Shana Sensors (Basel) Article Pulse palpation is an effective method for diagnosing arterial diseases. However, most pulse measurement devices use preconfigured pressures to collect pulse signals, and most pulse tactile simulators can only display standard or predefined pulse waveforms. Here, a portable interactive human pulse measurement and reproduction system was developed that allows users to take arbitrary pulses and experience realistic simulated pulse tactile feedback in real time by using their natural pulse-taking behaviors. The system includes a pulse tactile recorder and a pulse tactile player. Pulse palpation forces and vibrations can be recorded and realistically replayed for later tactile exploration and examination. To retain subtle but vital pulse information, empirical mode decomposition was used to decompose pulse waveforms into several intrinsic mode functions. Artificial neural networks were then trained based on intrinsic mode functions to determine the relationship between the driving signals of the pulse tactile player and the resulting vibration waveforms. Experimental results indicate that the average normalized root mean square error and the average R-squared values between the reproduced and original pulses were 0.0654 and 0.958 respectively, which indicate that the system can reproduce high-fidelity pulse tactile vibrations. MDPI 2021-06-25 /pmc/articles/PMC8271523/ /pubmed/34201954 http://dx.doi.org/10.3390/s21134339 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hsieh, Tzu-Chieh
Wu, Chien-Min
Tsai, Cheng-Chung
Lo, Wen-Chien
Wang, Yu-Min
Smith, Shana
Portable Interactive Pulse Tactile Recorder and Player System
title Portable Interactive Pulse Tactile Recorder and Player System
title_full Portable Interactive Pulse Tactile Recorder and Player System
title_fullStr Portable Interactive Pulse Tactile Recorder and Player System
title_full_unstemmed Portable Interactive Pulse Tactile Recorder and Player System
title_short Portable Interactive Pulse Tactile Recorder and Player System
title_sort portable interactive pulse tactile recorder and player system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271523/
https://www.ncbi.nlm.nih.gov/pubmed/34201954
http://dx.doi.org/10.3390/s21134339
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